Value of the data •This data can help for the understanding of structural change of CD during hydrothermal carbonization of complex mixture including food waste. •The changes of the chemical structure and the electron relaxation behavior along the carbonization temperature is beneficial to study the photoluminescence mechanism of carbon dots. •The data exhibit the possibility of the prepared carbon dot for Fe3+ sensing with high selectivity in the presence of other metal ion.